Experiments
Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).
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Targeting Wnt/β-catenin and circadian regulator restores PRC2/EZH2-controlled chromatin bivalency and suppresses cell state diversity.
PMID 41842971 · PMC13132380 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups
PRC2i/EZH2i alone or combined with AR inhibitors induce diverse cell state programs (CSPs) that increase tumor cell invasion, metastasis, and drug resistance despite only modest suppression of tumor growth.
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Has reproduction · 50
Exploiting convergent phenotypes to derive a pan-cancer cisplatin response gene expression signature.
PMID 37076665 · PMC10115855 · NPJ precision oncology · 2023 · 8 claims · 8 setups
A convergent-phenotype-based seed gene/co-expression method can extract consensus gene expression signatures predictive of response to chemotherapeutic drugs in the GDSC database
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Has reproduction · 85
A novel oxidative stress-related gene signature as an indicator of prognosis and immunotherapy responses in HNSCC.
PMID 38157249 · PMC10781479 · Aging · 2023 · 7 claims · 8 setups
Consensus clustering of 74 oxidative stress-related genes identifies three distinct HNSCC molecular subgroups (Cluster1-3) with significantly different overall survival and tumor stage distribution
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Has reproduction · 40
Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.
PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts
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Has reproduction · 73
Integrated multiomic analysis reveals disulfidptosis subtypes in glioblastoma: implications for immunotherapy, targeted therapy, and chemotherapy.
PMID 38504986 · PMC10950096 · Frontiers in immunology · 2024 · 8 claims · 8 setups
Consensus clustering on 32 disulfidptosis-associated genes stratifies GBM patients into two subtypes, DRGcluster A and B, with distinct survival outcomes.
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NDUFA4L2 regulates the progression and chemotherapy sensitivity of HNSCC by inhibiting PANoptosis.
PMID 41787028 · PMC13087130 · NPJ precision oncology · 2026 · 8 claims · 8 setups
Elevated NDUFA4L2 expression is associated with poor survival and chemotherapy resistance in HNSCC
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Pharmacogenomics of gemcitabine: can genetic studies lead to tailor-made therapy?
PMID 17595663 · PMC2360307 · British journal of cancer · 2007 · 8 claims · 14 setups
A SNP in the cytidine deaminase (CDA) gene (208G>A, haplotype *3) decreases gemcitabine clearance, increases Cmax/AUC, and increases neutropenia risk when gemcitabine is combined with platinum drugs or 5-FU
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Has reproduction · 78
Identification of succinylation-related genes in bladder cancer: integration of single-cell and transcriptomic data.
PMID 42220482 · PMC13218921 · Frontiers in immunology · 2026 · 8 claims · 8 setups
KCTD16, CD3D, and GSDMB were identified as prognostic succinylation-related genes in BLCA
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RUVBL1 and RUVBL2 are druggable MYC effector regulators in neuroblastoma cells.
PMID 41940329 · PMC13049659 · iScience · 2026 · 8 claims · 8 setups
RUVBL1 and RUVBL2 target gene sets are significantly depleted in MYCN-driven NB mouse tumors treated with ATR inhibitors (elimusertib, ceralasertib)